Complexity intelligence for vehicle operations

See where driving gets operationally difficult — and why.

DriveIQ is a map-first intelligence layer for understanding urban access and operating complexity by area, vehicle type, and operating model. It is not another routing product. It helps teams see where friction lives before it becomes delay, training burden, or response risk.

Early focus: taxi & private hire, logistics & service fleets, and emergency planning teams.

Illustrative concept
A city-wide complexity view with drill-down explanation.
Selected zone
High complexity for vans

Driven by one-way trap density, turn restrictions, tight geometry, and awkward pickup/dropoff conditions.

● High complexity ● Moderate complexity ● Lower complexity

Why conventional mapping tools leave a gap

Most map and routing products tell you the fastest or shortest way through a network. They do not clearly show which areas are structurally difficult to operate in, which vehicle classes struggle where, or why some zones create disproportionate friction.

🚕

Taxi & private hire

Surface local knowledge burden, pickup and dropoff friction, one-way trap risk, and dense urban ambiguity.

🚚

Logistics & service fleets

Highlight access constraints, larger-vehicle difficulty, delivery friction, and vehicle suitability by area.

🚨

Emergency planning

Show difficult access zones, serviceability hotspots, and structurally fragile routes for different vehicle classes.

What DriveIQ scores

The initial model combines four interpretable lenses so the output stays explainable, not black-box mysticism.

🧭

Navigation complexity

Decision density, confusing route choice, one-way trap patterns, and dense junction sequencing.

Restriction complexity

Turn restrictions, access limitations, vehicle-class constraints, and regulatory friction.

📐

Geometric complexity

Tight turns, constrained junctions, awkward road form, and layouts unfriendly to larger vehicles.

🧠

Cognitive ambiguity

Street layouts that feel intuitive until they are not — poor legibility, hidden constraints, and misleading route logic.

🔄

Tuned by operating model

The same network can feel very different depending on whether you are dispatching cabs, sending a van, or planning emergency access.

Taxi mode Logistics mode Emergency lens Vehicle-specific views

Map-first, explanation-rich

The product experience starts with a red / amber / green view, then lets users drill into what is driving complexity in a zone.

Illustrative sample output

Zone assessment: City centre west

Overall reading

High complexity for vans. Moderate complexity for standard taxis. Lower complexity for smaller response vehicles outside peak constraint windows.

Top factors

Dense one-way sequencing, repeated turn restrictions, awkward approach geometry, and pickup friction near key frontage areas.

Operational implication

Higher onboarding burden, greater risk of inefficient route execution, and lower confidence for unfamiliar drivers.

Important note

DriveIQ is designed to explain structural difficulty. It is not positioned as a turn-by-turn routing replacement.

Who it is for

Initial buyers include taxi and private hire operators, transport and licensing teams, logistics firms, service fleet operators, emergency planning teams, and highways or transport strategy users.

Taxi & private hire operators Logistics firms Service fleet operators Emergency-services planning teams Local authority transport teams Fleet-routing & mapping partners

Join the DriveIQ waitlist

We are validating early demand for a new category: complexity intelligence for vehicle operations. Join the waitlist to hear when early previews open.

You're on the list. We'll be in touch as DriveIQ progresses.

Expression of interest only. No pricing or launch date is being promised here.